{"id":"W1959290142","doi":"10.1111/1477-8947.12012","title":"Learning sustainable water practices through participatory irrigation management in <scp>T</scp>hailand","year":2013,"lang":"en","type":"article","venue":"Natural Resources Forum","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ministry of the Environment, Conservation and Parks; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Dignity; Citizen journalism; Business; Agriculture; Participatory action research; Solidarity; Sustainable agriculture; Participatory management; Collective action; Water supply; Sustainable development; Environmental planning; Environmental resource management; Public relations; Economic growth; Political science; Economics; Geography; Management; Environmental science; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002350497,0.0002324715,0.0001152907,0.0002786976,0.005500443,0.001746079,0.0005945289,0.0004822821,0.003896466],"category_scores_gemma":[0.001987193,0.0001941056,0.0001464792,0.0003051295,0.002049228,0.001104607,0.002903613,0.001060002,0.0002564498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002457533,"about_ca_system_score_gemma":0.007495628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319624,"about_ca_topic_score_gemma":0.05034813,"domain_scores_codex":[0.9990695,0.000429102,0.00001667288,0.0001125608,0.00008649333,0.0002857283],"domain_scores_gemma":[0.9987488,0.0004608624,0.0001345089,0.0001007309,0.0001298127,0.0004253136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.000345286,0.002377783,0.05104142,0.0003226583,0.00002636352,0.006416646,0.6065749,0.002583406,0.02519496,0.01427843,0.01687924,0.2739589],"study_design_scores_gemma":[0.00009730447,0.002168383,0.1167849,0.0002868963,0.00002665141,0.001383793,0.5548347,0.004868159,0.01349396,0.006555749,0.2993389,0.0001605872],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721305,0.00003728154,0.001491404,0.001107024,0.00001844018,0.0002563309,0.00003667751,0.00002994665,0.02489238],"genre_scores_gemma":[0.9906753,0.00004136362,0.002942182,0.0001226294,0.000005042822,0.0001687485,0.0000286145,0.000008608165,0.006007614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01319624,"threshold_uncertainty_score":0.02623886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510374359801767,"score_gpt":0.2869280764158458,"score_spread":0.2718243328178281,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}